Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction

Algorithm 2

Inducing metagene.

Input: chunk , base classifiers , percent of instances

Output: best metagene

/⋆prepare chunk for learning metagene⋆/

(1) size()

(2)

(3) for to do

(4) select random row from

(5) add row to

(6) apply metagene learning to and base classifiers ([2])

(7) select best metagene

(8) return